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Big Data Architecture

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Thanachart Numnonda

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Big Data Architecture 作者：Thanachart Numnonda Mind Map: Big Data Architecture

Mind Map: Big Data Architecture

1. Data Ingestion

1.1. Sqoop

1.2. Flume

1.3. KafKa

2. Hadoop Tools

2.1. Cluster Management

2.2. Search

3. Storage

3.1. Hadoop HDFS

3.2. NoSQL

3.2.1. HBase

3.3. RDBMS

3.4. Object Storage

4. Processing

4.1. Batch

4.1.1. MapReduce

4.1.2. Hive

4.1.3. Pig

4.2. SQL

4.3. RealTime

4.3.1. Impala

4.3.2. Spark

4.4. Machine Learning

4.4.1. Mahout

4.4.2. Spark

5. Visualization

5.1. Data Integration

5.2. Business Analytics

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